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LLDsystem_design~25 mins

Restaurant, Menu, Order classes in LLD - System Design Exercise

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Design: Restaurant Ordering System
Design classes and their relationships for restaurant, menu, and order management. Exclude payment processing and delivery logistics.
Functional Requirements
FR1: Allow creation and management of restaurants
FR2: Each restaurant has a menu with multiple items
FR3: Customers can place orders selecting items from the menu
FR4: Track order status (e.g., placed, preparing, served)
FR5: Support multiple orders per restaurant
Non-Functional Requirements
NFR1: Support up to 100 restaurants
NFR2: Each restaurant can have up to 200 menu items
NFR3: Handle up to 1000 concurrent orders
NFR4: Order status updates should reflect within 1 second
NFR5: System availability target 99.9%
Think Before You Design
Questions to Ask
❓ Question 1
❓ Question 2
❓ Question 3
❓ Question 4
❓ Question 5
Key Components
Restaurant class to hold restaurant details
Menu class to hold menu items
MenuItem class for individual dishes
Order class to represent customer orders
OrderItem class to represent items within an order
Design Patterns
Composition pattern for Menu containing MenuItems
State pattern for Order status management
Observer pattern if real-time order status updates are needed
Reference Architecture
RestaurantOrderingSystem
  |
  +-- Restaurant
        |
        +-- Menu
              |
              +-- MenuItem
  |
  +-- Order
        |
        +-- OrderItem
Components
Restaurant
Class
Represents a restaurant with details and a menu
Menu
Class
Holds a list of MenuItems for a restaurant
MenuItem
Class
Represents a single dish or item available in the menu
Order
Class
Represents a customer's order with multiple OrderItems and status
OrderItem
Class
Represents a MenuItem selected in an order with quantity
Request Flow
1. Customer views Restaurant and its Menu
2. Customer selects MenuItems and quantities to create an Order
3. Order is created with OrderItems referencing MenuItems
4. Order status is set to 'placed' and saved
5. Kitchen updates Order status as it progresses (preparing, served)
6. Customer or system queries Order status for updates
Database Schema
Entities: - Restaurant(id PK, name, address, phone) - Menu(id PK, restaurant_id FK) - MenuItem(id PK, menu_id FK, name, description, price) - Order(id PK, restaurant_id FK, status, created_at) - OrderItem(id PK, order_id FK, menu_item_id FK, quantity) Relationships: - Restaurant 1:N Menu - Menu 1:N MenuItem - Restaurant 1:N Order - Order 1:N OrderItem - OrderItem N:1 MenuItem
Scaling Discussion
Bottlenecks
Database load with many concurrent orders and menu queries
Order status update latency under high load
Memory usage if all menus and orders are cached in memory
Solutions
Use read replicas and caching (e.g., Redis) for menu data to reduce DB load
Implement asynchronous order status updates with message queues
Paginate order queries and limit in-memory caching to active restaurants/orders
Interview Tips
Time: Spend 10 minutes clarifying requirements and constraints, 20 minutes designing classes and relationships, 10 minutes discussing scaling and trade-offs, 5 minutes summarizing.
Explain clear separation of concerns between Restaurant, Menu, and Order classes
Discuss how composition models real-world relationships
Highlight how order status management supports real-time updates
Mention scaling strategies for read-heavy menu data and write-heavy orders
Show awareness of trade-offs in caching and consistency